_UpperCAmelCase          =						"""Tobias Carryer"""

from time import time





class UpperCAmelCase		:


				'''simple docstring'''






				def __init__(		self						,      lowercase						,      lowercase						,      lowercase						,      lowercase=int(time()   )   ):  # noqa: B008



						"""simple docstring"""





						A_						:							str      = multiplier
						A_						:							int      = increment
						A_						:							Dict      = modulo
						A_						:							Any      = seed







				def     lowerCAmelCase_  (		self   ):



						"""simple docstring"""





						A_						:							Dict      = (self.multiplier * self.seed + self.increment) % self.modulo
						return self.seed


if __name__ == "__main__":
	# Show the LCG in action.
	_UpperCAmelCase          =						LinearCongruentialGenerator(1664525, 1013904223, 2 << 31)
	while True:
		print(lcg.next_number())







import os

import pytest

from datasets import (
    get_dataset_config_info,
    get_dataset_config_names,
    get_dataset_infos,
    get_dataset_split_names,
    inspect_dataset,
    inspect_metric,
)


_UpperCAmelCase          =						pytest.mark.integration




@pytest.mark.parametrize('path'		,['paws', 'csv']      )
def 							UpperCamelCase		(			__lowercase		:					Optional[Any]		,__lowercase		:					Tuple      ):
		'''simple docstring'''




		inspect_dataset(__lowercase		,__lowercase      )
		A_						:							Optional[Any]      = path + '.py'
		assert script_name in os.listdir(__lowercase      )
		assert "__pycache__" not in os.listdir(__lowercase      )




@pytest.mark.filterwarnings('ignore:inspect_metric is deprecated:FutureWarning'      )
@pytest.mark.filterwarnings('ignore:metric_module_factory is deprecated:FutureWarning'      )
@pytest.mark.parametrize('path'		,['accuracy']      )
def 							UpperCamelCase		(			__lowercase		:					Any		,__lowercase		:					Union[str, Any]      ):
		'''simple docstring'''




		inspect_metric(__lowercase		,__lowercase      )
		A_						:							Optional[Any]      = path + '.py'
		assert script_name in os.listdir(__lowercase      )
		assert "__pycache__" not in os.listdir(__lowercase      )




@pytest.mark.parametrize(
    'path, config_name, expected_splits'		,[
        ('squad', 'plain_text', ['train', 'validation']),
        ('dalle-mini/wit', 'dalle-mini--wit', ['train']),
        ('paws', 'labeled_final', ['train', 'test', 'validation']),
    ]		,)
def 							UpperCamelCase		(			__lowercase		:					List[str]		,__lowercase		:					Dict		,__lowercase		:					Dict      ):
		'''simple docstring'''




		A_						:							List[Any]      = get_dataset_config_info(__lowercase		,config_name=__lowercase      )
		assert info.config_name == config_name
		assert list(info.splits.keys()      ) == expected_splits




@pytest.mark.parametrize(
    'path, config_name, expected_exception'		,[
        ('paws', None, ValueError),
    ]		,)
def 							UpperCamelCase		(			__lowercase		:					Dict		,__lowercase		:					List[Any]		,__lowercase		:					int      ):
		'''simple docstring'''




		with pytest.raises(__lowercase      ):
				get_dataset_config_info(__lowercase		,config_name=__lowercase      )




@pytest.mark.parametrize(
    'path, expected'		,[
        ('squad', 'plain_text'),
        ('acronym_identification', 'default'),
        ('lhoestq/squad', 'plain_text'),
        ('lhoestq/test', 'default'),
        ('lhoestq/demo1', 'lhoestq--demo1'),
        ('dalle-mini/wit', 'dalle-mini--wit'),
    ]		,)
def 							UpperCamelCase		(			__lowercase		:					str		,__lowercase		:					str      ):
		'''simple docstring'''




		A_						:							Any      = get_dataset_config_names(__lowercase      )
		assert expected in config_names




@pytest.mark.parametrize(
    'path, expected_configs, expected_splits_in_first_config'		,[
        ('squad', ['plain_text'], ['train', 'validation']),
        ('dalle-mini/wit', ['dalle-mini--wit'], ['train']),
        ('paws', ['labeled_final', 'labeled_swap', 'unlabeled_final'], ['train', 'test', 'validation']),
    ]		,)
def 							UpperCamelCase		(			__lowercase		:					Tuple		,__lowercase		:					str		,__lowercase		:					Optional[Any]      ):
		'''simple docstring'''




		A_						:							Optional[int]      = get_dataset_infos(__lowercase      )
		assert list(infos.keys()      ) == expected_configs
		A_						:							Any      = expected_configs[0]
		assert expected_config in infos
		A_						:							Tuple      = infos[expected_config]
		assert info.config_name == expected_config
		assert list(info.splits.keys()      ) == expected_splits_in_first_config




@pytest.mark.parametrize(
    'path, expected_config, expected_splits'		,[
        ('squad', 'plain_text', ['train', 'validation']),
        ('dalle-mini/wit', 'dalle-mini--wit', ['train']),
        ('paws', 'labeled_final', ['train', 'test', 'validation']),
    ]		,)
def 							UpperCamelCase		(			__lowercase		:					Any		,__lowercase		:					Optional[Any]		,__lowercase		:					Dict      ):
		'''simple docstring'''




		A_						:							Optional[Any]      = get_dataset_infos(__lowercase      )
		assert expected_config in infos
		A_						:							str      = infos[expected_config]
		assert info.config_name == expected_config
		assert list(info.splits.keys()      ) == expected_splits




@pytest.mark.parametrize(
    'path, config_name, expected_exception'		,[
        ('paws', None, ValueError),
    ]		,)
def 							UpperCamelCase		(			__lowercase		:					Tuple		,__lowercase		:					Tuple		,__lowercase		:					str      ):
		'''simple docstring'''




		with pytest.raises(__lowercase      ):
				get_dataset_split_names(__lowercase		,config_name=__lowercase      )






